Advanced AI Techniques for Oral Cancer Detection

A hybrid deep learning framework utilizing Swin Transformer and Vision Transformer (ViT) with SHAP-based feature selection for high-precision oral cancer detection.

Analyze Medical Image

Experience cutting-edge AI-powered cancer detection. Upload your medical image for instant analysis using our advanced deep learning algorithm.

Upload Your Image

Drag & drop or click to select your medical image

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JPG, PNG, BMP, TIFF
Max: 10MB

Try Sample Images

Test our AI with pre-loaded medical images for instant demo

Cancer
Normal
Sample Dataset
5
Cancer Samples
5
Normal Samples

Model Performance Metrics

98.22%
Accuracy
Overall Correctness
99.21%
Sensitivity
True Positive Rate
99.25%
AUC Score
Area Under Curve
98.26%
Precision
Positive Predictive Value
99.18%
Specificity
True Negative Rate
98.43%
F1-Score
Harmonic Mean

How It Works

Our multi-stage deep learning pipeline ensures accurate and reliable cancer detection

1. Upload Image

Upload your medical image securely to our system

2. Preprocessing

Advanced image enhancement and normalization

3. AI Analysis

Deep learning model analyzes patterns and features

4. Results

Get detailed analysis report with confidence scores